Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Very different interpretations of the thought of Gregory of Nyssa and the extent to which his writing reveals the influence of Greek philosophy have appeared. They have varied from the celebrated judgement of Harold Cherniss that any apparent Christianity in Gregory is only a surface cover which imperfectly conceals a dominant Hellenism. The extent of Gregory's philosophical commitment has been addressed from another angle, that of the nature of his coherence. Gregory uses what suits him and can modify what he has used in ways perhaps unacceptable to the Platonic past he inherited. This moderate and moderating attitude is discernible, as has been noted, in both Gregory's On the Soul and Resurrection and his Catechetical Oration. In the former he uses Plato's Phaedo which he tries to wed to the ideas of resurrection of the body. In the latter he uses the idea of theoprepeia primarily in order to defend and expound the doctrine of the Incarnation.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it